This invention discloses a
superconducting quantum computing system and method integrating a gradient calculation optimization module, relating to the field of
computer technology. The
system includes a superconducting
quantum processor integrating a gradient calculation optimization module and an instruction compilation module, and a
control unit. The gradient calculation optimization module receives data computation tasks and transforms these tasks according to preset circuit
decomposition rules, generating at least two target
quantum circuits for gradient calculation. The instruction compilation module compiles the target
quantum circuits into corresponding control instruction sequences. The
control unit controls the superconducting quantum processor to execute each control
instruction sequence sequentially, obtains corresponding measurement results, and determines the gradient values of parameters in the data computation task based on these measurement results. By decomposing the data into commuting two-
qubit gate components, the generated target quantum circuits consist only of native XY gates and single-
qubit rotation gates supported by the superconducting quantum processor, reducing redundancy introduced by gate
decomposition and obtaining accurate gradient values.